Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 931 |
| Missing cells | 1037 |
| Missing cells (%) | 7.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 109.2 KiB |
| Average record size in memory | 120.1 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 14 |
region has a high cardinality: 85 distinct values | High cardinality |
region_code is highly overall correlated with region | High correlation |
population is highly overall correlated with unemployed_pop and 8 other fields | High correlation |
unemployed_pop is highly overall correlated with population and 8 other fields | High correlation |
poor_pop is highly overall correlated with population and 8 other fields | High correlation |
disabled_people is highly overall correlated with population and 8 other fields | High correlation |
divorces is highly overall correlated with population and 8 other fields | High correlation |
orphans is highly overall correlated with population and 8 other fields | High correlation |
alcohol_sold is highly overall correlated with population and 7 other fields | High correlation |
abortions is highly overall correlated with population and 7 other fields | High correlation |
crimes is highly overall correlated with population and 8 other fields | High correlation |
region is highly overall correlated with region_code and 7 other fields | High correlation |
poor_pop has 85 (9.1%) missing values | Missing |
median_salary has 340 (36.5%) missing values | Missing |
divorces has 88 (9.5%) missing values | Missing |
orphans has 425 (45.6%) missing values | Missing |
abortions has 85 (9.1%) missing values | Missing |
region is uniformly distributed | Uniform |
year is uniformly distributed | Uniform |
Reproduction
| Analysis started | 2023-05-19 11:57:47.300372 |
|---|---|
| Analysis finished | 2023-05-19 11:57:59.081404 |
| Duration | 11.78 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
region
Categorical
HIGH CARDINALITY  HIGH CORRELATION  UNIFORM 
| Distinct | 85 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.4 KiB |
| Алтайский край | 11 |
|---|---|
| Республика Коми | 11 |
| Ростовская область | 11 |
| Республика Хакасия | 11 |
| Республика Тыва | 11 |
| Other values (80) |
Length
| Max length | 40 |
|---|---|
| Median length | 29 |
| Mean length | 19.3029 |
| Min length | 8 |
Characters and Unicode
| Total characters | 17971 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Алтайский край |
|---|---|
| 2nd row | Алтайский край |
| 3rd row | Алтайский край |
| 4th row | Алтайский край |
| 5th row | Алтайский край |
Common Values
| Value | Count | Frequency (%) |
| Алтайский край | 11 | 1.2% |
| Республика Коми | 11 | 1.2% |
| Ростовская область | 11 | 1.2% |
| Республика Хакасия | 11 | 1.2% |
| Республика Тыва | 11 | 1.2% |
| Республика Татарстан | 11 | 1.2% |
| Республика Северная Осетия – Алания | 11 | 1.2% |
| Республика Саха (Якутия) | 11 | 1.2% |
| Республика Мордовия | 11 | 1.2% |
| Республика Марий Эл | 11 | 1.2% |
| Other values (75) | 821 |
Length
| Value | Count | Frequency (%) |
| область | 517 | |
| республика | 240 | 12.0% |
| край | 99 | 5.0% |
| автономный | 44 | 2.2% |
| округ | 44 | 2.2% |
| – | 33 | 1.7% |
| алтайский | 11 | 0.6% |
| г.санкт-петербург | 11 | 0.6% |
| белгородская | 11 | 0.6% |
| брянская | 11 | 0.6% |
| Other values (89) | 973 |
Most occurring characters
| Value | Count | Frequency (%) |
| а | 2262 | 12.6% |
| с | 1657 | 9.2% |
| к | 1241 | 6.9% |
| о | 1239 | 6.9% |
| 1063 | 5.9% | |
| л | 1041 | 5.8% |
| б | 856 | 4.8% |
| т | 834 | 4.6% |
| я | 770 | 4.3% |
| р | 735 | 4.1% |
| Other values (46) | 6273 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 15475 | |
| Uppercase Letter | 1292 | 7.2% |
| Space Separator | 1063 | 5.9% |
| Dash Punctuation | 88 | 0.5% |
| Other Punctuation | 31 | 0.2% |
| Open Punctuation | 11 | 0.1% |
| Close Punctuation | 11 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| а | 2262 | |
| с | 1657 | 10.7% |
| к | 1241 | 8.0% |
| о | 1239 | 8.0% |
| л | 1041 | 6.7% |
| б | 856 | 5.5% |
| т | 834 | 5.4% |
| я | 770 | 5.0% |
| р | 735 | 4.7% |
| и | 669 | 4.3% |
| Other values (18) | 4171 |
Uppercase Letter
| Value | Count | Frequency (%) |
| Р | 262 | |
| К | 185 | |
| С | 108 | 8.4% |
| Т | 77 | 6.0% |
| М | 77 | 6.0% |
| А | 77 | 6.0% |
| Ч | 55 | 4.3% |
| Н | 55 | 4.3% |
| П | 55 | 4.3% |
| Б | 55 | 4.3% |
| Other values (12) | 286 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 55 | |
| – | 33 |
Space Separator
| Value | Count | Frequency (%) |
| 1063 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 31 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 11 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Cyrillic | 16767 | |
| Common | 1204 | 6.7% |
Most frequent character per script
Cyrillic
| Value | Count | Frequency (%) |
| а | 2262 | |
| с | 1657 | 9.9% |
| к | 1241 | 7.4% |
| о | 1239 | 7.4% |
| л | 1041 | 6.2% |
| б | 856 | 5.1% |
| т | 834 | 5.0% |
| я | 770 | 4.6% |
| р | 735 | 4.4% |
| и | 669 | 4.0% |
| Other values (40) | 5463 |
Common
| Value | Count | Frequency (%) |
| 1063 | ||
| - | 55 | 4.6% |
| – | 33 | 2.7% |
| . | 31 | 2.6% |
| ( | 11 | 0.9% |
| ) | 11 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Cyrillic | 16767 | |
| ASCII | 1171 | 6.5% |
| Punctuation | 33 | 0.2% |
Most frequent character per block
Cyrillic
| Value | Count | Frequency (%) |
| а | 2262 | |
| с | 1657 | 9.9% |
| к | 1241 | 7.4% |
| о | 1239 | 7.4% |
| л | 1041 | 6.2% |
| б | 856 | 5.1% |
| т | 834 | 5.0% |
| я | 770 | 4.6% |
| р | 735 | 4.4% |
| и | 669 | 4.0% |
| Other values (40) | 5463 |
ASCII
| Value | Count | Frequency (%) |
| 1063 | ||
| - | 55 | 4.7% |
| . | 31 | 2.6% |
| ( | 11 | 0.9% |
| ) | 11 | 0.9% |
Punctuation
| Value | Count | Frequency (%) |
| – | 33 |
region_code
Real number (ℝ)
| Distinct | 85 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.553308 |
| Minimum | 1 |
|---|---|
| Maximum | 92 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 22 |
| median | 42 |
| Q3 | 63 |
| 95-th percentile | 86 |
| Maximum | 92 |
| Range | 91 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 24.728182 |
|---|---|
| Coefficient of variation (CV) | 0.58111068 |
| Kurtosis | -1.0485902 |
| Mean | 42.553308 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 0.11281995 |
| Sum | 39617.13 |
| Variance | 611.48298 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 11 | 1.2% |
| 11 | 11 | 1.2% |
| 61 | 11 | 1.2% |
| 19 | 11 | 1.2% |
| 17 | 11 | 1.2% |
| 16 | 11 | 1.2% |
| 15 | 11 | 1.2% |
| 14 | 11 | 1.2% |
| 13 | 11 | 1.2% |
| 12 | 11 | 1.2% |
| Other values (75) | 821 |
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 2 | 11 | |
| 3 | 11 | |
| 4 | 11 | |
| 5 | 11 | |
| 6 | 11 | |
| 7 | 11 | |
| 8 | 11 | |
| 9 | 11 | |
| 10 | 11 |
| Value | Count | Frequency (%) |
| 92 | 9 | |
| 91 | 9 | |
| 89 | 11 | |
| 87 | 11 | |
| 86 | 11 | |
| 79 | 11 | |
| 78 | 11 | |
| 77 | 11 | |
| 76 | 11 | |
| 75 | 11 |
year
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2017.0193 |
| Minimum | 2012 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 2012 |
|---|---|
| 5-th percentile | 2012 |
| Q1 | 2014 |
| median | 2017 |
| Q3 | 2020 |
| 95-th percentile | 2022 |
| Maximum | 2022 |
| Range | 10 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.1567732 |
|---|---|
| Coefficient of variation (CV) | 0.0015650684 |
| Kurtosis | -1.2152477 |
| Mean | 2017.0193 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.0054653617 |
| Sum | 1877845 |
| Variance | 9.9652172 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2014 | 85 | |
| 2015 | 85 | |
| 2016 | 85 | |
| 2017 | 85 | |
| 2018 | 85 | |
| 2019 | 85 | |
| 2020 | 85 | |
| 2021 | 85 | |
| 2022 | 85 | |
| 2012 | 83 |
| Value | Count | Frequency (%) |
| 2012 | 83 | |
| 2013 | 83 | |
| 2014 | 85 | |
| 2015 | 85 | |
| 2016 | 85 | |
| 2017 | 85 | |
| 2018 | 85 | |
| 2019 | 85 | |
| 2020 | 85 | |
| 2021 | 85 |
| Value | Count | Frequency (%) |
| 2022 | 85 | |
| 2021 | 85 | |
| 2020 | 85 | |
| 2019 | 85 | |
| 2018 | 85 | |
| 2017 | 85 | |
| 2016 | 85 | |
| 2015 | 85 | |
| 2014 | 85 | |
| 2013 | 83 |
population
Real number (ℝ)
| Distinct | 918 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1750.5574 |
| Minimum | 42.4 |
|---|---|
| Maximum | 12678.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 42.4 |
|---|---|
| 5-th percentile | 212.44 |
| Q1 | 733.5 |
| median | 1187.7 |
| Q3 | 2376.7 |
| 95-th percentile | 4326.5424 |
| Maximum | 12678.1 |
| Range | 12635.7 |
| Interquartile range (IQR) | 1643.2 |
Descriptive statistics
| Standard deviation | 1777.6746 |
|---|---|
| Coefficient of variation (CV) | 1.0154906 |
| Kurtosis | 14.050358 |
| Mean | 1750.5574 |
| Median Absolute Deviation (MAD) | 591.2 |
| Skewness | 3.1429899 |
| Sum | 1626267.9 |
| Variance | 3160126.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 534.1 | 2 | 0.2% |
| 1144.1 | 2 | 0.2% |
| 1342.1 | 2 | 0.2% |
| 954.8 | 2 | 0.2% |
| 314.7 | 2 | 0.2% |
| 1895.9 | 2 | 0.2% |
| 818.6 | 2 | 0.2% |
| 311.7 | 2 | 0.2% |
| 50.5 | 2 | 0.2% |
| 449.2 | 2 | 0.2% |
| Other values (908) | 909 |
| Value | Count | Frequency (%) |
| 42.4 | 1 | |
| 42.8 | 1 | |
| 43 | 1 | |
| 43.4 | 1 | |
| 43.8 | 1 | |
| 43.9 | 2 | |
| 43.997 | 1 | |
| 44.1 | 1 | |
| 44.4 | 1 | |
| 44.5 | 1 |
| Value | Count | Frequency (%) |
| 12678.1 | 1 | |
| 12655.1 | 1 | |
| 12635.5 | 1 | |
| 12615.3 | 1 | |
| 12506.468 | 1 | |
| 12380.7 | 1 | |
| 12330.1 | 1 | |
| 12197.6 | 1 | |
| 12108.3 | 1 | |
| 11979.5 | 1 |
unemployed_pop
Real number (ℝ)
| Distinct | 925 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.408461 |
| Minimum | 0.579 |
|---|---|
| Maximum | 206.399 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 0.579 |
|---|---|
| 5-th percentile | 6.8732 |
| Q1 | 22.315 |
| median | 34.353 |
| Q3 | 65.049 |
| 95-th percentile | 125.5322 |
| Maximum | 206.399 |
| Range | 205.82 |
| Interquartile range (IQR) | 42.734 |
Descriptive statistics
| Standard deviation | 36.372855 |
|---|---|
| Coefficient of variation (CV) | 0.78375482 |
| Kurtosis | 2.098425 |
| Mean | 46.408461 |
| Median Absolute Deviation (MAD) | 16.199 |
| Skewness | 1.466222 |
| Sum | 43113.46 |
| Variance | 1322.9846 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.783 | 2 | 0.2% |
| 51.94 | 2 | 0.2% |
| 44.67 | 2 | 0.2% |
| 23.825 | 2 | 0.2% |
| 37.426 | 1 | 0.1% |
| 18.983 | 1 | 0.1% |
| 18.91 | 1 | 0.1% |
| 18.759 | 1 | 0.1% |
| 18.46 | 1 | 0.1% |
| 17.725 | 1 | 0.1% |
| Other values (915) | 915 | |
| (Missing) | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 0.579 | 1 | |
| 0.809 | 1 | |
| 0.916 | 1 | |
| 0.932 | 1 | |
| 1.077 | 1 | |
| 1.08 | 1 | |
| 1.142 | 1 | |
| 1.171 | 1 | |
| 1.199 | 1 | |
| 1.296 | 1 |
| Value | Count | Frequency (%) |
| 206.399 | 1 | |
| 201.515 | 1 | |
| 192.912 | 1 | |
| 191.613 | 1 | |
| 179.307 | 1 | |
| 177.891 | 1 | |
| 174.724 | 1 | |
| 173.209 | 1 | |
| 163.379 | 1 | |
| 162.471 | 1 |
poor_pop
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 742 |
|---|---|
| Distinct (%) | 87.7% |
| Missing | 85 |
| Missing (%) | 9.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 212.11927 |
| Minimum | 3.3 |
|---|---|
| Maximum | 1085.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 3.3 |
|---|---|
| 5-th percentile | 36.425 |
| Q1 | 103.8 |
| median | 159.7 |
| Q3 | 296.9 |
| 95-th percentile | 500.65 |
| Maximum | 1085.4 |
| Range | 1082.1 |
| Interquartile range (IQR) | 193.1 |
Descriptive statistics
| Standard deviation | 159.98306 |
|---|---|
| Coefficient of variation (CV) | 0.75421278 |
| Kurtosis | 3.8066684 |
| Mean | 212.11927 |
| Median Absolute Deviation (MAD) | 67.75 |
| Skewness | 1.5821704 |
| Sum | 179452.9 |
| Variance | 25594.58 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.1 | 4 | 0.4% |
| 4.3 | 4 | 0.4% |
| 148.9 | 3 | 0.3% |
| 155.3 | 3 | 0.3% |
| 87.7 | 3 | 0.3% |
| 148.6 | 3 | 0.3% |
| 124.3 | 3 | 0.3% |
| 97.3 | 3 | 0.3% |
| 396.5 | 3 | 0.3% |
| 102.7 | 3 | 0.3% |
| Other values (732) | 814 | |
| (Missing) | 85 | 9.1% |
| Value | Count | Frequency (%) |
| 3.3 | 1 | 0.1% |
| 3.4 | 1 | 0.1% |
| 3.6 | 1 | 0.1% |
| 3.8 | 2 | |
| 3.9 | 1 | 0.1% |
| 4 | 2 | |
| 4.1 | 4 | |
| 4.2 | 2 | |
| 4.3 | 4 | |
| 4.4 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1085.4 | 1 | |
| 1070.5 | 1 | |
| 1047.8 | 1 | |
| 1046 | 1 | |
| 922.6 | 1 | |
| 831.7 | 1 | |
| 803.6 | 1 | |
| 758.2 | 1 | |
| 701.5 | 1 | |
| 639.7 | 1 |
disabled_people
Real number (ℝ)
| Distinct | 457 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 5 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 151560.19 |
| Minimum | 1912 |
|---|---|
| Maximum | 1638000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 1912 |
|---|---|
| 5-th percentile | 16000 |
| Q1 | 63000 |
| median | 105074 |
| Q3 | 195000 |
| 95-th percentile | 375500 |
| Maximum | 1638000 |
| Range | 1636088 |
| Interquartile range (IQR) | 132000 |
Descriptive statistics
| Standard deviation | 179231.63 |
|---|---|
| Coefficient of variation (CV) | 1.1825772 |
| Kurtosis | 29.83177 |
| Mean | 151560.19 |
| Median Absolute Deviation (MAD) | 51074 |
| Skewness | 4.6170089 |
| Sum | 1.4034474 × 108 |
| Variance | 3.2123977 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23000 | 15 | 1.6% |
| 65000 | 12 | 1.3% |
| 82000 | 12 | 1.3% |
| 17000 | 11 | 1.2% |
| 148000 | 10 | 1.1% |
| 58000 | 9 | 1.0% |
| 3000 | 9 | 1.0% |
| 74000 | 9 | 1.0% |
| 2000 | 9 | 1.0% |
| 66000 | 8 | 0.9% |
| Other values (447) | 822 |
| Value | Count | Frequency (%) |
| 1912 | 1 | 0.1% |
| 2000 | 9 | |
| 2999 | 1 | 0.1% |
| 3000 | 9 | |
| 3110 | 1 | 0.1% |
| 4106 | 1 | 0.1% |
| 5000 | 3 | 0.3% |
| 5426 | 1 | 0.1% |
| 6000 | 5 | |
| 7000 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1638000 | 1 | |
| 1634000 | 1 | |
| 1615000 | 1 | |
| 1592000 | 1 | |
| 1539000 | 1 | |
| 1537000 | 1 | |
| 1088000 | 1 | |
| 1070000 | 1 | |
| 1051000 | 1 | |
| 1018773 | 1 |
avr_salary
Real number (ℝ)
| Distinct | 673 |
|---|---|
| Distinct (%) | 72.6% |
| Missing | 4 |
| Missing (%) | 0.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.35641 |
| Minimum | 85.128237 |
|---|---|
| Maximum | 122.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 85.128237 |
|---|---|
| 5-th percentile | 90.943659 |
| Q1 | 99.755286 |
| median | 102.9 |
| Q3 | 105.3 |
| 95-th percentile | 110.41714 |
| Maximum | 122.4 |
| Range | 37.271763 |
| Interquartile range (IQR) | 5.5447145 |
Descriptive statistics
| Standard deviation | 5.3239725 |
|---|---|
| Coefficient of variation (CV) | 0.05201406 |
| Kurtosis | 0.76945201 |
| Mean | 102.35641 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | -0.43978251 |
| Sum | 94884.394 |
| Variance | 28.344683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 103.8 | 8 | 0.9% |
| 104.2 | 7 | 0.8% |
| 105.3 | 7 | 0.8% |
| 102.3 | 6 | 0.6% |
| 99 | 6 | 0.6% |
| 107.4 | 6 | 0.6% |
| 103.2 | 6 | 0.6% |
| 105.1 | 6 | 0.6% |
| 101.9 | 5 | 0.5% |
| 105.2 | 5 | 0.5% |
| Other values (663) | 865 |
| Value | Count | Frequency (%) |
| 85.12823731 | 1 | |
| 87.78617673 | 1 | |
| 87.9 | 1 | |
| 88.0064365 | 1 | |
| 88.2 | 1 | |
| 88.2684468 | 1 | |
| 88.3999877 | 1 | |
| 88.6 | 1 | |
| 88.80097654 | 1 | |
| 88.9 | 1 |
| Value | Count | Frequency (%) |
| 122.4 | 1 | |
| 119.8 | 1 | |
| 117.8 | 1 | |
| 117.1 | 1 | |
| 116.4 | 1 | |
| 115 | 1 | |
| 114.8969543 | 1 | |
| 114.3 | 1 | |
| 114 | 1 | |
| 113.6915836 | 1 |
median_salary
Real number (ℝ)
| Distinct | 588 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 340 |
| Missing (%) | 36.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21941.027 |
| Minimum | 8904.3 |
|---|---|
| Maximum | 62682.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 8904.3 |
|---|---|
| 5-th percentile | 13304.9 |
| Q1 | 16927.35 |
| median | 19639.8 |
| Q3 | 23385.4 |
| 95-th percentile | 41015.35 |
| Maximum | 62682.5 |
| Range | 53778.2 |
| Interquartile range (IQR) | 6458.05 |
Descriptive statistics
| Standard deviation | 8588.7487 |
|---|---|
| Coefficient of variation (CV) | 0.39144699 |
| Kurtosis | 5.095005 |
| Mean | 21941.027 |
| Median Absolute Deviation (MAD) | 3087 |
| Skewness | 2.0950451 |
| Sum | 12967147 |
| Variance | 73766605 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 21897.5 | 2 | 0.2% |
| 17945.4 | 2 | 0.2% |
| 19419.9 | 2 | 0.2% |
| 34313.8 | 1 | 0.1% |
| 32227.8 | 1 | 0.1% |
| 30597.4 | 1 | 0.1% |
| 14147 | 1 | 0.1% |
| 29849.2 | 1 | 0.1% |
| 28873 | 1 | 0.1% |
| 11457.5 | 1 | 0.1% |
| Other values (578) | 578 | |
| (Missing) | 340 |
| Value | Count | Frequency (%) |
| 8904.3 | 1 | |
| 9765.9 | 1 | |
| 10578.3 | 1 | |
| 10950.8 | 1 | |
| 11078.2 | 1 | |
| 11209.7 | 1 | |
| 11345 | 1 | |
| 11361.1 | 1 | |
| 11402.6 | 1 | |
| 11447 | 1 |
| Value | Count | Frequency (%) |
| 62682.5 | 1 | |
| 59578.7 | 1 | |
| 59526.4 | 1 | |
| 58224.4 | 1 | |
| 57348.2 | 1 | |
| 57058 | 1 | |
| 55004.2 | 1 | |
| 54112.5 | 1 | |
| 52650 | 1 | |
| 52275.9 | 1 |
new_houses
Real number (ℝ)
| Distinct | 583 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 502.06817 |
| Minimum | 8 |
|---|---|
| Maximum | 1970 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 179 |
| Q1 | 344 |
| median | 473.33124 |
| Q3 | 611.5 |
| 95-th percentile | 917.5 |
| Maximum | 1970 |
| Range | 1962 |
| Interquartile range (IQR) | 267.5 |
Descriptive statistics
| Standard deviation | 244.09886 |
|---|---|
| Coefficient of variation (CV) | 0.48618668 |
| Kurtosis | 4.0937071 |
| Mean | 502.06817 |
| Median Absolute Deviation (MAD) | 133.33124 |
| Skewness | 1.3605493 |
| Sum | 467425.47 |
| Variance | 59584.251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 380 | 6 | 0.6% |
| 275 | 6 | 0.6% |
| 490 | 5 | 0.5% |
| 323 | 5 | 0.5% |
| 462 | 5 | 0.5% |
| 476 | 5 | 0.5% |
| 435 | 5 | 0.5% |
| 475 | 5 | 0.5% |
| 419 | 5 | 0.5% |
| 437 | 5 | 0.5% |
| Other values (573) | 879 |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 26 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| 31 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 33 | 1 | 0.1% |
| 34 | 1 | 0.1% |
| 36 | 3 | |
| 44 | 3 |
| Value | Count | Frequency (%) |
| 1970 | 1 | |
| 1780.326767 | 1 | |
| 1645 | 1 | |
| 1574 | 1 | |
| 1456 | 1 | |
| 1442 | 1 | |
| 1415 | 1 | |
| 1385 | 1 | |
| 1340 | 1 | |
| 1323 | 2 |
divorces
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 814 |
|---|---|
| Distinct (%) | 96.6% |
| Missing | 88 |
| Missing (%) | 9.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7516.0543 |
| Minimum | 6.8 |
|---|---|
| Maximum | 47980 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 6.8 |
|---|---|
| 5-th percentile | 744.5 |
| Q1 | 2866 |
| median | 5005 |
| Q3 | 10137.5 |
| 95-th percentile | 21444.6 |
| Maximum | 47980 |
| Range | 47973.2 |
| Interquartile range (IQR) | 7271.5 |
Descriptive statistics
| Standard deviation | 7465.7824 |
|---|---|
| Coefficient of variation (CV) | 0.99331139 |
| Kurtosis | 7.5348566 |
| Mean | 7516.0543 |
| Median Absolute Deviation (MAD) | 2540 |
| Skewness | 2.4195852 |
| Sum | 6336033.8 |
| Variance | 55737907 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4871 | 3 | 0.3% |
| 227 | 3 | 0.3% |
| 1042 | 3 | 0.3% |
| 176 | 2 | 0.2% |
| 3881 | 2 | 0.2% |
| 5073 | 2 | 0.2% |
| 4756 | 2 | 0.2% |
| 4083 | 2 | 0.2% |
| 4657 | 2 | 0.2% |
| 4571 | 2 | 0.2% |
| Other values (804) | 820 | |
| (Missing) | 88 | 9.5% |
| Value | Count | Frequency (%) |
| 6.8 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 136 | 1 | 0.1% |
| 158 | 1 | 0.1% |
| 163 | 1 | 0.1% |
| 173 | 1 | 0.1% |
| 176 | 2 | |
| 185 | 1 | 0.1% |
| 197 | 1 | 0.1% |
| 227 | 3 |
| Value | Count | Frequency (%) |
| 47980 | 1 | |
| 46583 | 1 | |
| 45682 | 1 | |
| 45378 | 1 | |
| 45009 | 1 | |
| 43942 | 1 | |
| 43560 | 1 | |
| 43288 | 1 | |
| 42385 | 1 | |
| 39934 | 1 |
orphans
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 405 |
|---|---|
| Distinct (%) | 80.0% |
| Missing | 425 |
| Missing (%) | 45.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 516.11265 |
| Minimum | 0 |
|---|---|
| Maximum | 2410 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 47.25 |
| Q1 | 187.25 |
| median | 414.5 |
| Q3 | 677.5 |
| 95-th percentile | 1402.75 |
| Maximum | 2410 |
| Range | 2410 |
| Interquartile range (IQR) | 490.25 |
Descriptive statistics
| Standard deviation | 424.41791 |
|---|---|
| Coefficient of variation (CV) | 0.82233581 |
| Kurtosis | 1.1356402 |
| Mean | 516.11265 |
| Median Absolute Deviation (MAD) | 232.5 |
| Skewness | 1.2261815 |
| Sum | 261153 |
| Variance | 180130.56 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 536 | 5 | 0.5% |
| 93 | 4 | 0.4% |
| 305 | 4 | 0.4% |
| 177 | 4 | 0.4% |
| 625 | 3 | 0.3% |
| 152 | 3 | 0.3% |
| 265 | 3 | 0.3% |
| 263 | 3 | 0.3% |
| 225 | 3 | 0.3% |
| 125 | 3 | 0.3% |
| Other values (395) | 471 | |
| (Missing) | 425 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 5 | 2 | |
| 8 | 1 | |
| 14 | 1 | |
| 19 | 1 | |
| 29 | 1 | |
| 33 | 2 | |
| 34 | 1 | |
| 35 | 1 | |
| 36 | 2 |
| Value | Count | Frequency (%) |
| 2410 | 1 | |
| 1904 | 1 | |
| 1841 | 1 | |
| 1771 | 1 | |
| 1769 | 1 | |
| 1728 | 1 | |
| 1682 | 1 | |
| 1643 | 1 | |
| 1642 | 1 | |
| 1625 | 1 |
alcohol_sold
Real number (ℝ)
| Distinct | 925 |
|---|---|
| Distinct (%) | 99.5% |
| Missing | 1 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2943.6032 |
| Minimum | 0 |
|---|---|
| Maximum | 53424 |
| Zeros | 5 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 113.39375 |
| Q1 | 1047.8 |
| median | 1786.2015 |
| Q3 | 3096.1213 |
| 95-th percentile | 7412.8199 |
| Maximum | 53424 |
| Range | 53424 |
| Interquartile range (IQR) | 2048.3212 |
Descriptive statistics
| Standard deviation | 4914.5164 |
|---|---|
| Coefficient of variation (CV) | 1.6695581 |
| Kurtosis | 44.315883 |
| Mean | 2943.6032 |
| Median Absolute Deviation (MAD) | 898.091 |
| Skewness | 5.9267776 |
| Sum | 2737550.9 |
| Variance | 24152472 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.5% |
| 432.8 | 2 | 0.2% |
| 4200 | 1 | 0.1% |
| 1524.9 | 1 | 0.1% |
| 1331.2 | 1 | 0.1% |
| 1314.4 | 1 | 0.1% |
| 943.5 | 1 | 0.1% |
| 913.314 | 1 | 0.1% |
| 965.391 | 1 | 0.1% |
| 945.249 | 1 | 0.1% |
| Other values (915) | 915 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.5 | 1 | 0.1% |
| 0.9 | 1 | 0.1% |
| 1.6 | 1 | 0.1% |
| 2.2 | 1 | 0.1% |
| 4.6 | 1 | 0.1% |
| 11.829 | 1 | 0.1% |
| 11.999 | 1 | 0.1% |
| 16.145 | 1 | 0.1% |
| 17.434 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 53424 | 1 | |
| 48805 | 1 | |
| 48345 | 1 | |
| 44672 | 1 | |
| 42350 | 1 | |
| 33887 | 1 | |
| 33555.7 | 1 | |
| 32648.3 | 1 | |
| 31636.3 | 1 | |
| 25866.8 | 1 |
abortions
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 824 |
|---|---|
| Distinct (%) | 97.4% |
| Missing | 85 |
| Missing (%) | 9.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9436.9622 |
| Minimum | 234 |
|---|---|
| Maximum | 48480 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 234 |
|---|---|
| 5-th percentile | 1136.75 |
| Q1 | 3789.5 |
| median | 6631 |
| Q3 | 12300.75 |
| 95-th percentile | 27118 |
| Maximum | 48480 |
| Range | 48246 |
| Interquartile range (IQR) | 8511.25 |
Descriptive statistics
| Standard deviation | 8300.8066 |
|---|---|
| Coefficient of variation (CV) | 0.87960579 |
| Kurtosis | 2.4265156 |
| Mean | 9436.9622 |
| Median Absolute Deviation (MAD) | 3448.5 |
| Skewness | 1.580042 |
| Sum | 7983670 |
| Variance | 68903390 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3722 | 3 | 0.3% |
| 967 | 2 | 0.2% |
| 8253 | 2 | 0.2% |
| 7264 | 2 | 0.2% |
| 9967 | 2 | 0.2% |
| 5169 | 2 | 0.2% |
| 4545 | 2 | 0.2% |
| 16024 | 2 | 0.2% |
| 6638 | 2 | 0.2% |
| 2514 | 2 | 0.2% |
| Other values (814) | 825 | |
| (Missing) | 85 | 9.1% |
| Value | Count | Frequency (%) |
| 234 | 1 | |
| 287 | 1 | |
| 288 | 1 | |
| 293 | 1 | |
| 294 | 1 | |
| 315 | 1 | |
| 317 | 1 | |
| 318 | 1 | |
| 362 | 1 | |
| 375 | 1 |
| Value | Count | Frequency (%) |
| 48480 | 1 | |
| 46174 | 1 | |
| 42703 | 1 | |
| 42489 | 1 | |
| 41320 | 1 | |
| 38283 | 1 | |
| 38270 | 1 | |
| 38040 | 1 | |
| 37454 | 1 | |
| 36378 | 1 |
crimes
Real number (ℝ)
| Distinct | 911 |
|---|---|
| Distinct (%) | 97.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22966.398 |
| Minimum | 511 |
|---|---|
| Maximum | 109349 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.4 KiB |
Quantile statistics
| Minimum | 511 |
|---|---|
| 5-th percentile | 2968.5 |
| Q1 | 9677 |
| median | 16366 |
| Q3 | 30404.5 |
| 95-th percentile | 62484 |
| Maximum | 109349 |
| Range | 108838 |
| Interquartile range (IQR) | 20727.5 |
Descriptive statistics
| Standard deviation | 18741.224 |
|---|---|
| Coefficient of variation (CV) | 0.81602799 |
| Kurtosis | 1.3274438 |
| Mean | 22966.398 |
| Median Absolute Deviation (MAD) | 8397 |
| Skewness | 1.306281 |
| Sum | 21381717 |
| Variance | 3.5123348 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29552 | 2 | 0.2% |
| 50751 | 2 | 0.2% |
| 12334 | 2 | 0.2% |
| 13274 | 2 | 0.2% |
| 2951 | 2 | 0.2% |
| 27682 | 2 | 0.2% |
| 30437 | 2 | 0.2% |
| 33747 | 2 | 0.2% |
| 39298 | 2 | 0.2% |
| 34370 | 2 | 0.2% |
| Other values (901) | 911 |
| Value | Count | Frequency (%) |
| 511 | 1 | |
| 627 | 1 | |
| 645 | 1 | |
| 655 | 1 | |
| 686 | 1 | |
| 712 | 1 | |
| 732 | 1 | |
| 748 | 1 | |
| 754 | 1 | |
| 763 | 1 |
| Value | Count | Frequency (%) |
| 109349 | 1 | |
| 107178 | 1 | |
| 91061 | 1 | |
| 89183 | 1 | |
| 88297 | 1 | |
| 84307 | 1 | |
| 80299 | 1 | |
| 78183 | 1 | |
| 77125 | 1 | |
| 77049 | 1 |
| region_code | year | population | unemployed_pop | poor_pop | disabled_people | avr_salary | median_salary | new_houses | divorces | orphans | alcohol_sold | abortions | crimes | region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| region_code | 1.000 | 0.010 | 0.187 | -0.024 | 0.039 | 0.130 | -0.035 | 0.313 | 0.074 | 0.272 | 0.131 | 0.260 | 0.183 | 0.171 | 1.000 |
| year | 0.010 | 1.000 | -0.016 | -0.117 | -0.064 | -0.082 | -0.174 | 0.372 | 0.135 | -0.061 | -0.110 | -0.088 | -0.289 | -0.055 | 0.000 |
| population | 0.187 | -0.016 | 1.000 | 0.852 | 0.909 | 0.939 | 0.008 | 0.140 | 0.285 | 0.939 | 0.767 | 0.858 | 0.866 | 0.887 | 0.856 |
| unemployed_pop | -0.024 | -0.117 | 0.852 | 1.000 | 0.910 | 0.808 | 0.001 | -0.017 | 0.117 | 0.763 | 0.717 | 0.666 | 0.767 | 0.779 | 0.574 |
| poor_pop | 0.039 | -0.064 | 0.909 | 0.910 | 1.000 | 0.849 | 0.004 | -0.012 | 0.135 | 0.833 | 0.764 | 0.737 | 0.850 | 0.836 | 0.639 |
| disabled_people | 0.130 | -0.082 | 0.939 | 0.808 | 0.849 | 1.000 | 0.009 | 0.030 | 0.299 | 0.867 | 0.685 | 0.769 | 0.796 | 0.801 | 0.651 |
| avr_salary | -0.035 | -0.174 | 0.008 | 0.001 | 0.004 | 0.009 | 1.000 | -0.008 | -0.224 | -0.019 | 0.063 | 0.044 | -0.003 | -0.012 | 0.000 |
| median_salary | 0.313 | 0.372 | 0.140 | -0.017 | -0.012 | 0.030 | -0.008 | 1.000 | 0.049 | 0.202 | 0.189 | 0.263 | 0.112 | 0.166 | 0.466 |
| new_houses | 0.074 | 0.135 | 0.285 | 0.117 | 0.135 | 0.299 | -0.224 | 0.049 | 1.000 | 0.263 | -0.019 | 0.221 | 0.156 | 0.146 | 0.471 |
| divorces | 0.272 | -0.061 | 0.939 | 0.763 | 0.833 | 0.867 | -0.019 | 0.202 | 0.263 | 1.000 | 0.815 | 0.906 | 0.892 | 0.920 | 0.728 |
| orphans | 0.131 | -0.110 | 0.767 | 0.717 | 0.764 | 0.685 | 0.063 | 0.189 | -0.019 | 0.815 | 1.000 | 0.852 | 0.886 | 0.907 | 0.535 |
| alcohol_sold | 0.260 | -0.088 | 0.858 | 0.666 | 0.737 | 0.769 | 0.044 | 0.263 | 0.221 | 0.906 | 0.852 | 1.000 | 0.872 | 0.896 | 0.436 |
| abortions | 0.183 | -0.289 | 0.866 | 0.767 | 0.850 | 0.796 | -0.003 | 0.112 | 0.156 | 0.892 | 0.886 | 0.872 | 1.000 | 0.903 | 0.436 |
| crimes | 0.171 | -0.055 | 0.887 | 0.779 | 0.836 | 0.801 | -0.012 | 0.166 | 0.146 | 0.920 | 0.907 | 0.896 | 0.903 | 1.000 | 0.640 |
| region | 1.000 | 0.000 | 0.856 | 0.574 | 0.639 | 0.651 | 0.000 | 0.466 | 0.471 | 0.728 | 0.535 | 0.436 | 0.436 | 0.640 | 1.000 |
| region | region_code | year | population | unemployed_pop | poor_pop | disabled_people | avr_salary | median_salary | new_houses | divorces | orphans | alcohol_sold | abortions | crimes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Алтайский край | 22.0 | 2012 | 2407.20 | 74.385 | NaN | 218000.0 | 110.500000 | NaN | 269.0000 | 12288.0 | 1123.0 | 4200.000 | 16024.0 | 42102 |
| 1 | Алтайский край | 22.0 | 2013 | 2398.70 | 95.790 | 422.2 | 211000.0 | 104.900000 | 12545.4 | 278.0000 | 13259.0 | 1059.0 | 3545.600 | 16183.0 | 45024 |
| 2 | Алтайский край | 22.0 | 2014 | 2390.60 | 83.390 | 409.6 | 207000.0 | 99.928654 | 14456.2 | 316.0000 | 13243.0 | 932.0 | 2567.600 | 14821.0 | 44096 |
| 3 | Алтайский край | 22.0 | 2015 | 2384.80 | 94.779 | 429.5 | 203000.0 | 89.953501 | 16554.6 | 374.0000 | 10662.0 | 1024.0 | 2596.500 | 13444.0 | 48582 |
| 4 | Алтайский край | 22.0 | 2016 | 2376.70 | 99.645 | 423.0 | 198000.0 | 98.400000 | 16923.2 | 318.0000 | 10369.0 | 975.0 | 2369.600 | 13624.0 | 44576 |
| 5 | Алтайский край | 22.0 | 2017 | 2365.70 | 78.187 | 414.1 | 191000.0 | 103.551438 | 17427.3 | 267.0000 | 10745.0 | 955.0 | 1907.632 | 12309.0 | 40055 |
| 6 | Алтайский край | 22.0 | 2018 | 2350.08 | 70.300 | 408.6 | 189000.0 | 109.300052 | 17948.5 | 336.0000 | 10040.0 | NaN | 2231.259 | 10596.0 | 38413 |
| 7 | Алтайский край | 22.0 | 2019 | 2332.80 | 66.132 | 409.4 | 186000.0 | 104.872918 | 18899.2 | 326.0000 | 10201.0 | NaN | 2254.577 | 10289.0 | 37058 |
| 8 | Алтайский край | 22.0 | 2020 | 2317.10 | 64.639 | 404.6 | 185000.0 | 103.824609 | NaN | 358.0000 | 10031.0 | NaN | 2164.492 | 8488.0 | 39029 |
| 9 | Алтайский край | 22.0 | 2021 | 2296.40 | 60.600 | 379.0 | 174000.0 | 104.400000 | NaN | 433.2006 | 10435.0 | NaN | 2181.082 | 7563.0 | 39070 |
| region | region_code | year | population | unemployed_pop | poor_pop | disabled_people | avr_salary | median_salary | new_houses | divorces | orphans | alcohol_sold | abortions | crimes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 921 | Ярославская область | 76.0 | 2013 | 1271.700 | 30.179 | 137.8 | 140000.0 | 104.700000 | 16237.0 | 383.000000 | 6450.0 | 461.0 | 2708.700 | 10033.0 | 15390 |
| 922 | Ярославская область | 76.0 | 2014 | 1271.800 | 26.412 | 131.6 | 137000.0 | 101.271466 | 18336.4 | 546.000000 | 6382.0 | 375.0 | 2806.900 | 8480.0 | 15512 |
| 923 | Ярославская область | 76.0 | 2015 | 1271.600 | 36.753 | 137.3 | 133000.0 | 89.802067 | 21218.5 | 563.000000 | 5445.0 | 432.0 | 2881.900 | 7426.0 | 21759 |
| 924 | Ярославская область | 76.0 | 2016 | 1271.900 | 45.155 | 140.1 | 128000.0 | 98.691563 | 21662.4 | 627.000000 | 5195.0 | 425.0 | 2644.400 | 7635.0 | 18401 |
| 925 | Ярославская область | 76.0 | 2017 | 1270.700 | 44.096 | 135.5 | 116000.0 | 104.047918 | 21891.5 | 594.000000 | 5187.0 | 434.0 | 2457.932 | 6545.0 | 17873 |
| 926 | Ярославская область | 76.0 | 2018 | 1265.684 | 36.428 | 128.9 | 112000.0 | 106.000000 | 21865.9 | 608.000000 | 5080.0 | NaN | 2649.336 | 5284.0 | 16710 |
| 927 | Ярославская область | 76.0 | 2019 | 1259.600 | 35.037 | 129.9 | 108000.0 | 101.590614 | 23183.9 | 619.000000 | 5400.0 | NaN | 2615.999 | 4608.0 | 17709 |
| 928 | Ярославская область | 76.0 | 2020 | 1253.400 | 47.400 | 124.0 | 104000.0 | 100.893629 | NaN | 598.000000 | 4669.0 | NaN | 2605.988 | 3919.0 | 16088 |
| 929 | Ярославская область | 76.0 | 2021 | 1241.400 | 38.999 | 110.4 | 95358.0 | 102.000000 | NaN | 615.766488 | 5584.0 | NaN | 2528.644 | 3685.0 | 16066 |
| 930 | Ярославская область | 76.0 | 2022 | 1227.400 | 31.935 | 108.0 | 100553.0 | 97.700000 | NaN | 664.000000 | NaN | NaN | 2596.036 | NaN | 18368 |